ID
int64
0
254k
BMI
float32
12
98
PhysHlth
float32
0
30
Age
stringclasses
13 values
HighBP
stringclasses
2 values
HighChol
stringclasses
2 values
CholCheck
stringclasses
2 values
Smoker
stringclasses
2 values
Stroke
stringclasses
2 values
HeartDiseaseorAttack
stringclasses
2 values
PhysActivity
stringclasses
2 values
Fruits
stringclasses
2 values
Veggies
stringclasses
2 values
HvyAlcoholConsump
stringclasses
2 values
AnyHealthcare
stringclasses
2 values
NoDocbcCost
stringclasses
2 values
GenHlth
stringclasses
5 values
MentHlth
stringlengths
1
2
DiffWalk
stringclasses
2 values
Sex
stringclasses
2 values
Education
stringclasses
6 values
Income
stringclasses
8 values
Diabetes_binary
stringclasses
2 values
133,948
28
2
45 to 49
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
Some College Degree
5
Non-Diabetic
171,638
28
0
50 to 54
1
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
5
Non-Diabetic
120,996
26
3
18 to 24
0
0
1
1
0
0
0
0
0
0
1
0
Fair
3
0
0
6
6
Non-Diabetic
162,496
23
2
25 to 29
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
1
Some College Degree
6
Non-Diabetic
165,174
32
5
55 to 59
1
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
225,400
29
2
45 to 49
0
0
1
1
0
0
1
0
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
49,782
29
0
80 or older
1
1
1
1
0
1
1
0
1
0
1
0
Good
0
0
0
6
8
Non-Diabetic
59,006
29
0
40 to 44
0
0
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
33,357
32
0
55 to 59
0
1
1
1
0
0
1
0
1
0
1
0
Poor
4
0
0
6
8
Non-Diabetic
96,296
23
0
45 to 49
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
17,213
21
0
35 to 39
0
0
1
1
0
0
0
1
1
0
1
0
Good
20
1
0
Advanced Degree
4
Non-Diabetic
119,416
23
0
55 to 59
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
41,001
32
7
50 to 54
1
1
1
0
0
0
1
0
1
0
1
0
Fair
2
0
1
6
8
Non-Diabetic
79,258
22
0
18 to 24
0
0
0
1
0
0
1
0
1
1
1
0
Fair
3
0
1
Advanced Degree
1
Non-Diabetic
169,935
25
5
35 to 39
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
171,465
27
0
40 to 44
1
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
250,249
20
0
35 to 39
0
0
0
0
0
0
1
0
0
0
1
0
Fair
5
0
0
Advanced Degree
8
Non-Diabetic
104,495
32
0
45 to 49
1
0
1
0
0
0
1
1
1
0
1
0
Good
3
0
0
6
8
Non-Diabetic
187,354
21
0
30 to 34
0
0
1
1
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
108,218
27
5
25 to 29
0
0
1
0
0
0
1
1
1
1
1
0
Fair
3
0
0
Advanced Degree
6
Non-Diabetic
105,040
25
14
40 to 44
0
0
1
1
0
0
1
0
1
0
1
1
Very Good
6
1
0
Some College Degree
1
Non-Diabetic
86,832
31
1
70 to 74
1
0
1
1
0
0
0
0
1
1
1
0
Good
0
0
1
6
7
Diabetic
15,162
28
0
50 to 54
1
1
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
47,788
22
2
25 to 29
1
1
1
1
0
0
1
0
0
0
0
1
Fair
20
0
1
6
3
Non-Diabetic
225,041
23
22
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Good
14
1
0
6
1
Non-Diabetic
198,255
40
0
55 to 59
1
1
1
0
0
0
1
0
0
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
75,562
29
0
30 to 34
1
0
1
0
0
0
1
1
1
0
1
0
Good
1
0
1
6
7
Non-Diabetic
105,901
36
30
75 to 79
1
1
1
1
0
0
0
1
1
0
1
0
Very Good
15
1
1
6
7
Diabetic
74,866
35
0
30 to 34
0
0
1
1
0
0
0
1
1
0
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
152,820
26
30
50 to 54
1
0
1
1
0
0
0
0
1
0
1
0
Very Good
30
1
1
Some College Degree
3
Non-Diabetic
146,523
30
3
40 to 44
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
7
Non-Diabetic
52,492
35
0
50 to 54
1
0
1
0
0
0
0
0
0
0
1
0
Fair
0
0
0
Advanced Degree
6
Non-Diabetic
60,385
26
30
65 to 69
1
1
1
1
1
1
0
0
1
0
1
0
Excellent
0
0
1
6
2
Non-Diabetic
17,195
21
0
60 to 64
0
0
1
1
0
0
1
0
0
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
85,037
28
25
55 to 59
1
1
1
1
0
0
1
0
1
0
0
1
Very Good
25
0
0
Some College Degree
6
Non-Diabetic
44,254
31
0
40 to 44
0
0
1
0
0
0
0
0
1
0
1
0
Fair
2
0
0
6
7
Non-Diabetic
216,451
29
0
80 or older
1
1
1
1
0
0
0
1
1
0
1
0
Fair
0
1
0
Some College Degree
4
Non-Diabetic
136,726
28
4
75 to 79
1
1
1
0
0
0
0
1
0
0
1
0
Poor
0
0
1
Advanced Degree
6
Non-Diabetic
46,289
25
0
75 to 79
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
High School
5
Diabetic
210,145
26
0
80 or older
0
1
1
1
0
0
1
1
1
0
1
0
Good
2
0
1
6
7
Non-Diabetic
136,056
22
0
70 to 74
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
4
Non-Diabetic
196,444
25
0
25 to 29
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
169,241
46
0
55 to 59
1
1
1
1
0
0
0
1
1
0
1
0
Good
0
0
0
Some College Degree
7
Diabetic
199,294
28
0
45 to 49
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
1
0
6
8
Non-Diabetic
125,558
30
1
55 to 59
0
0
1
0
0
0
1
1
1
0
1
1
Good
2
0
1
6
7
Non-Diabetic
191,485
50
1
60 to 64
1
1
1
1
1
0
1
0
1
0
1
1
Very Good
0
1
1
High School
3
Diabetic
2,166
29
0
55 to 59
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
109,607
27
0
60 to 64
1
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
5
Non-Diabetic
31,551
41
0
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Poor
5
0
0
6
8
Non-Diabetic
138,839
30
0
65 to 69
1
1
1
0
0
1
0
1
1
0
1
0
Very Good
0
0
1
Advanced Degree
6
Non-Diabetic
110,759
24
5
55 to 59
0
0
1
0
0
0
0
1
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
146,355
34
10
40 to 44
0
0
1
0
0
0
1
1
1
0
1
0
Very Good
0
0
0
6
8
Non-Diabetic
133,062
32
0
50 to 54
0
1
1
0
0
0
1
1
1
0
1
0
Fair
1
0
0
6
7
Non-Diabetic
41,064
25
0
50 to 54
0
0
0
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
185,253
31
0
55 to 59
0
0
1
0
0
0
0
0
1
0
1
0
Fair
5
0
1
Some College Degree
8
Non-Diabetic
240,560
39
0
75 to 79
1
1
1
1
1
0
0
0
1
0
1
0
Good
0
1
0
Advanced Degree
6
Non-Diabetic
57,003
26
10
70 to 74
1
0
1
0
0
0
0
0
1
0
1
0
Very Good
15
1
0
Some College Degree
6
Non-Diabetic
69,322
29
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
7
Non-Diabetic
33,149
23
0
50 to 54
0
1
1
1
0
0
1
1
0
0
1
0
Fair
2
0
0
6
8
Non-Diabetic
197,103
36
0
60 to 64
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
21,062
31
0
70 to 74
1
0
1
1
0
1
1
1
0
0
1
0
Good
0
0
1
Advanced Degree
1
Non-Diabetic
69,732
33
0
55 to 59
1
1
1
0
0
0
1
1
1
0
1
1
Good
2
0
0
6
6
Non-Diabetic
110,152
37
1
25 to 29
0
1
1
1
0
0
1
1
1
0
1
1
Good
5
0
0
6
4
Non-Diabetic
205,981
32
0
65 to 69
1
1
1
0
0
1
1
1
1
0
1
0
Fair
0
1
1
6
8
Non-Diabetic
227,174
36
0
70 to 74
1
1
1
1
0
1
1
1
1
0
1
0
Good
1
0
1
Some College Degree
7
Non-Diabetic
27,990
30
0
55 to 59
1
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
51,956
24
0
65 to 69
1
1
1
1
0
0
1
1
1
0
1
1
Fair
9
0
0
Advanced Degree
6
Non-Diabetic
58,193
48
30
55 to 59
1
1
1
0
0
1
0
0
0
0
1
0
Very Good
30
1
0
6
3
Diabetic
37,657
26
0
55 to 59
0
0
1
0
0
0
0
0
0
0
1
0
Good
0
0
1
Some College Degree
2
Non-Diabetic
61,195
23
0
45 to 49
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
248,322
25
0
60 to 64
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Advanced Degree
6
Non-Diabetic
230,212
23
0
75 to 79
1
1
1
1
0
1
1
0
1
1
1
0
Fair
0
0
0
6
7
Non-Diabetic
117,223
27
30
75 to 79
1
0
1
1
0
0
0
1
1
0
1
0
Good
0
0
0
Elementary
2
Diabetic
174,043
27
0
40 to 44
0
0
1
1
0
0
0
1
1
0
1
0
Good
30
0
0
Advanced Degree
4
Non-Diabetic
67,839
35
0
65 to 69
1
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
181,019
26
30
60 to 64
0
0
1
0
0
1
0
1
1
0
1
0
Good
0
1
1
Advanced Degree
8
Diabetic
26,111
35
0
45 to 49
0
1
1
1
0
0
0
0
1
0
1
0
Good
2
0
1
Advanced Degree
8
Non-Diabetic
193,385
35
15
70 to 74
1
1
1
0
0
1
1
1
1
0
1
1
Good
15
1
0
Advanced Degree
3
Diabetic
133,163
26
0
60 to 64
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
152,089
32
0
40 to 44
1
1
0
1
0
0
1
1
1
0
0
0
Good
3
0
1
6
6
Non-Diabetic
199,485
20
0
75 to 79
1
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
Advanced Degree
5
Non-Diabetic
29,593
30
7
55 to 59
1
0
1
1
0
0
1
1
1
0
1
0
Fair
2
0
1
Some College Degree
7
Non-Diabetic
135,179
30
0
50 to 54
1
1
1
0
0
0
1
1
1
0
1
1
Good
23
0
0
6
8
Non-Diabetic
20,648
32
30
55 to 59
1
1
1
1
0
0
1
1
1
0
1
0
Very Good
0
1
1
Some College Degree
7
Non-Diabetic
185,701
25
0
70 to 74
1
1
1
1
0
0
1
1
1
0
1
0
Good
2
0
0
6
8
Non-Diabetic
163,722
20
3
45 to 49
0
0
1
1
0
0
1
0
1
1
1
0
Poor
20
0
0
6
8
Non-Diabetic
109,558
36
1
30 to 34
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
3
Non-Diabetic
99,084
27
0
45 to 49
0
0
1
1
0
0
1
1
1
0
1
0
Good
5
0
0
Advanced Degree
5
Non-Diabetic
37,037
26
0
45 to 49
1
1
1
1
0
0
0
0
1
0
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
85,555
28
0
55 to 59
1
1
1
0
0
1
1
0
0
0
1
0
Good
5
0
0
Some College Degree
2
Non-Diabetic
119,953
27
0
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
6
Non-Diabetic
18,297
28
30
65 to 69
0
0
1
1
0
0
1
1
1
0
1
0
Excellent
30
0
1
Elementary
1
Non-Diabetic
58,369
21
0
60 to 64
0
1
1
0
0
0
1
1
1
0
1
0
Fair
2
0
0
6
7
Non-Diabetic
243,489
25
0
70 to 74
1
1
1
1
0
0
1
1
0
0
1
0
Good
0
1
1
6
6
Non-Diabetic
36,145
29
2
75 to 79
1
0
1
1
0
0
1
0
1
0
1
0
Fair
3
1
1
Advanced Degree
4
Diabetic
14,621
23
0
70 to 74
0
1
1
0
0
0
1
1
1
1
1
0
Fair
0
0
0
Advanced Degree
7
Non-Diabetic
48,792
24
14
50 to 54
0
1
1
0
0
0
1
0
1
0
1
0
Good
0
0
0
Advanced Degree
7
Non-Diabetic
130,621
26
0
55 to 59
1
0
1
0
0
0
1
0
0
0
1
0
Good
0
0
1
6
8
Non-Diabetic
2,315
22
0
60 to 64
0
0
1
1
0
0
0
1
0
1
0
0
Good
0
0
1
Some College Degree
1
Non-Diabetic
133,601
21
30
75 to 79
1
0
1
0
0
0
0
0
0
0
1
1
Excellent
15
1
0
Advanced Degree
3
Diabetic